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Table 5 Five-fold cross-validation of the GLL values on SGD clusters

From: Multiconstrained gene clustering based on generalized projections

Datasets POCS k-medoids[10] ICM[12] FCM[13]
(a) K = 10     
alpha -49 ± 3 -146 ± 8 -66 ± 2 -62 ± 2
cdc15 -47 ± 1 -148 ± 13 -67 ± 3 -61 ± 3
cdc28 -50 ± 2 -154 ± 14 -79 ± 3 -64 ± 3
elu -52 ± 3 -152 ± 9 -69 ± 4 -61 ± 3
Hughes -43 ± 3 -143 ± 11 -65 ± 4 -55 ± 3
(b) K = 15     
alpha -42 ± 3 -171 ± 4 -69 ± 1 -64 ± 2
cdc15 -40 ± 1 -172 ± 4 -78 ± 4 -59 ± 3
cdc28 -43 ± 3 -169 ± 10 -79 ± 3 -64 ± 4
elu -43 ± 1 -170 ± 13 -80 ± 3 -62 ± 3
Hughes -39 ± 3 -167 ± 14 -62 ± 4 -53 ± 4
(c) K = 20     
alpha -71 ± 3 -190 ± 8 -86 ± 2 -82 ± 2
cdc15 -74 ± 3 -194 ± 16 -89 ± 6 -79 ± 5
cdc28 -67 ± 3 -188 ± 14 -87 ± 2 -71 ± 2
elu -82 ± 6 -197 ± 6 -89 ± 2 -88 ± 2
Hughes -64 ± 4 -182 ± 11 -81 ± 5 -70 ± 4
(d) K = 25     
alpha -64 ± 2 -216 ± 9 -91 ± 2 -78 ± 2
cdc15 -65 ± 4 -213 ± 17 -89 ± 6 -80 ± 6
cdc28 -62 ± 3 -216 ± 11 -89 ± 2 -77 ± 3
elu -72 ± 3 -219 ± 14 -93 ± 2 -85 ± 4
Hughes -63 ± 5 -204 ± 8 -84 ± 5 -67 ± 4